Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9585280 | 0.8216663 | 0.5539051 |
| bt | 0.9144098 | 0.7359520 | 0.3281031 |
| maxnet | 0.9213149 | 0.7493488 | NA |
| gam | 0.9169733 | 0.6849287 | 0.3999321 |
| glm | 0.8903866 | 0.6686789 | 0.3512568 |